agent · ai-coding-agents
Blackbox AI vs Devin
55 fields both were evaluated on, 21 of them different — including where one discloses something the other does not. Every value links to the document it came from. 34 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Blackbox AI | Devin |
|---|---|---|
| Audit trail· | no public information devin.ai · checked Aug 1, 2026 | |
| Permission scopes· | “SSO sign-in across every surface One commit covers the full organization”blackbox.ai · checked Aug 7, 2026 | no public information devin.ai · checked Aug 1, 2026 |
| Evaluation coverage· | “Independent measurements, not claims. Artificial Analysis independently measured our output speed on NVIDIA Nemotron 3 Ultra.”blackbox.ai · checked Aug 7, 2026 | no public information devin.ai · checked Aug 1, 2026 |
Agency
| Field | Blackbox AI | Devin |
|---|---|---|
| Human oversight· | no public information blackbox.ai · checked Aug 7, 2026 | “A human is kept in the loop just to manage the project and approve Devin’s changes.”devin.ai · checked Aug 1, 2026 |
| Goal complexity· | no public information blackbox.ai · checked Aug 7, 2026 | “Migration or large refactoring tasks are often fantastic projects for Devin: after investing a small, fixed cost to teach Devin how to approach sub-tasks, Devin can go and complete the migration autonomously.”devin.ai · checked Aug 1, 2026 |
| Action space· | no public information blackbox.ai · checked Aug 7, 2026 | “Devin ships PRs the way your team does — picking up review feedback and CI results to get each PR approved and merged.”devin.ai · checked Aug 1, 2026 |
| Initiative· | no public information blackbox.ai · checked Aug 7, 2026 | “Devin can go and complete the migration autonomously.”devin.ai · checked Aug 1, 2026 |
Safety
| Field | Blackbox AI | Devin |
|---|---|---|
| Third-party evaluations· | “Independent measurements, not claims. Artificial Analysis independently measured our output speed”blackbox.ai · checked Aug 7, 2026 | no public information devin.ai · checked Aug 1, 2026 |
Practicality
| Field | Blackbox AI | Devin |
|---|---|---|
| Pricing model· | Per-token Enterprise commits “Per-token Enterprise commits · rates improve with spend”blackbox.ai · checked Aug 7, 2026 | no public information devin.ai · checked Aug 1, 2026 |
| Price point· | $1.40, $1.90, $0.74, $0.32, $0.60 “zai glm-5.2 Text 1M $1.40 DEPLOY moonshotai kimi-k2.7-code-highspeed Code 262K $1.90 DEPLOY moonshotai kimi-k2.7-code Code 262K $0.74 DEPLOY nvidia nemotron-3-ultra-550b-a55b Text 1M $0.32 DEPLOY alibaba qwen3.7-plus Text 1M $0.32 DEPLOY minimax minimax-m3 Text 1M $0.60”blackbox.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | no public information devin.ai · checked Aug 1, 2026 |
| Availability· | no public information devin.ai · checked Aug 1, 2026 | |
| Deployment options· | no public information blackbox.ai · checked Aug 7, 2026 | “Devin Cloud Devin Desktop Devin CLI Devin Review Devin Windows VM”devin.ai · checked Aug 1, 2026 |
| Integrations· | “The Agents API, the VS Code extension, and the CLI.”blackbox.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | “Build together with Confluence Build together with Airtable Build together with Segment Build together with Asana Build together with Notion Build together with Stripe Build together with AWS Build together with GitHub Build together with Datadog Build together with Linear Build together with Databricks Build together with Slack Build together with Google Drive Build together with Sentry Build together with PostgreSQL Build together with Azure Build together with Snowflake Build together with MongoDB”devin.ai · checked Aug 1, 2026 |
Foundation models
| Field | Blackbox AI | Devin |
|---|---|---|
| Open weights· | open-weight model “Enterprise Inference runs the open-weight model that you choose”blackbox.ai · checked Aug 7, 2026 | no public information devin.ai · checked Aug 1, 2026 |
| Fine-tuning· | no public information blackbox.ai · checked Aug 7, 2026 | “The Nubank team helped to collect examples of previous migrations their engineers had done manually, some of which were fed to Devin for fine-tuning.”devin.ai · checked Aug 1, 2026 |
Ecosystem
| Field | Blackbox AI | Devin |
|---|---|---|
| Protocols supported· | no public information devin.ai · checked Aug 1, 2026 | |
| Tool use· | “Agents & tooling The Agents API, the VS Code extension, and the CLI.”blackbox.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | no public information devin.ai · checked Aug 1, 2026 |
| Multi-agent· | no public information blackbox.ai · checked Aug 7, 2026 | “Devin can spin up a team of Devins for large tasks.”devin.ai · checked Aug 1, 2026 |
Impact
| Field | Blackbox AI | Devin |
|---|---|---|
| User base· | 5M+ developers, including engineers at the world's largest companies “5M+ developers, including engineers at the world's largest companies, build with BLACKBOX.AI”blackbox.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | |
| Deployment scale· | 5M+ developers, including engineers at the world's largest companies “5M+ developers, including engineers at the world's largest companies, build with BLACKBOX.AI”blackbox.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | “Among others, Data, Collections, and Risk business units verified and completed their migrations in weeks instead of months or years.”devin.ai · checked Aug 1, 2026 |
| Target sectors· | “Nubank was born into the tradition of centralized ETL FinServ architectures.”devin.ai · checked Aug 1, 2026 |
Disclosed by neither
Both Blackbox AI and Devin publish nothing on these 34 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 34 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Operating environment
- High-risk domains
- Documented incidents
- Supported regions
- Support model
- Base models
- Model provider
- Model swappable
- Context window
- API access
- Open source
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Data handling
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Explainability
- Runtime governance
- Compliance certifications
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
Questions
- How do Blackbox AI and Devin compare on pricing model?
- Blackbox AI: Per-token Enterprise commits. Devin: no public information disclosed.
- How do Blackbox AI and Devin compare on price point?
- Blackbox AI: $1.40, $1.90, $0.74, $0.32, $0.60. Devin: no public information disclosed.
- How do Blackbox AI and Devin compare on open weights?
- Blackbox AI: open-weight model. Devin: no public information disclosed.